Triple

T8515638
Position Surface form Disambiguated ID Type / Status
Subject Vera Farmiga E201564 entity
Predicate role P268 FINISHED
Object Dr. Madolyn Madden in The Departed
Dr. Madolyn Madden in *The Departed* is a police psychiatrist who becomes romantically involved with both an undercover cop and a mob mole, serving as a key emotional and moral pivot in the film’s tense crime drama.
 E738834 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Dr. Madolyn Madden in The Departed | Statement: [Vera Farmiga, role, Dr. Madolyn Madden in The Departed]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Dr. Madolyn Madden in The Departed
Context triple: [Vera Farmiga, role, Dr. Madolyn Madden in The Departed]
  • A. Mr. French in The Departed
    Mr. French in *The Departed* is the ruthless and loyal right-hand enforcer to Boston mob boss Frank Costello, known for his brutal efficiency and unwavering commitment to the criminal organization.
  • B. Dr. Jennifer Melfi
    Dr. Jennifer Melfi is a fictional psychiatrist in the television series "The Sopranos" who treats mob boss Tony Soprano and serves as a key moral and psychological counterpoint to his criminal life.
  • C. Dr. Jack Morrison in St. Elsewhere
    Dr. Jack Morrison is a central, idealistic young physician on the 1980s medical drama series "St. Elsewhere," known for his personal and professional struggles at the chaotic St. Eligius hospital.
  • D. Detective Frankie Rizzoli Jr.
    Detective Frankie Rizzoli Jr. is a fictional Boston police detective from the crime drama series "Rizzoli & Isles," known as the younger brother of lead character Jane Rizzoli.
  • E. Karen Crowder in Michael Clayton
    Karen Crowder in Michael Clayton is the tightly wound, morally compromised corporate lawyer who orchestrates a cover-up at the heart of the film’s legal thriller plot.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Dr. Madolyn Madden in The Departed
Triple: [Vera Farmiga, role, Dr. Madolyn Madden in The Departed]
Generated description
Dr. Madolyn Madden in *The Departed* is a police psychiatrist who becomes romantically involved with both an undercover cop and a mob mole, serving as a key emotional and moral pivot in the film’s tense crime drama.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Dr. Madolyn Madden in The Departed
Target entity description: Dr. Madolyn Madden in *The Departed* is a police psychiatrist who becomes romantically involved with both an undercover cop and a mob mole, serving as a key emotional and moral pivot in the film’s tense crime drama.
  • A. Mr. French in The Departed
    Mr. French in *The Departed* is the ruthless and loyal right-hand enforcer to Boston mob boss Frank Costello, known for his brutal efficiency and unwavering commitment to the criminal organization.
  • B. Dr. Jennifer Melfi
    Dr. Jennifer Melfi is a fictional psychiatrist in the television series "The Sopranos" who treats mob boss Tony Soprano and serves as a key moral and psychological counterpoint to his criminal life.
  • C. Dr. Jack Morrison in St. Elsewhere
    Dr. Jack Morrison is a central, idealistic young physician on the 1980s medical drama series "St. Elsewhere," known for his personal and professional struggles at the chaotic St. Eligius hospital.
  • D. Detective Frankie Rizzoli Jr.
    Detective Frankie Rizzoli Jr. is a fictional Boston police detective from the crime drama series "Rizzoli & Isles," known as the younger brother of lead character Jane Rizzoli.
  • E. Karen Crowder in Michael Clayton
    Karen Crowder in Michael Clayton is the tightly wound, morally compromised corporate lawyer who orchestrates a cover-up at the heart of the film’s legal thriller plot.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca8320e5748190ac2c585a0bba8193 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe60f37b0819082ae14e539f57b56 completed March 31, 2026, 3:19 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce4e5dbb3c81909157e6b04a4956af completed April 2, 2026, 11:09 a.m.
NEDg Description generation batch_69ce4ffac8a08190bc2131c0d260ca39 completed April 2, 2026, 11:16 a.m.
NED2 Entity disambiguation (via description) batch_69ce5117c7508190b74821d029d226c6 completed April 2, 2026, 11:20 a.m.
Created at: March 30, 2026, 6:15 p.m.